{"id":"W2412942445","doi":"10.2310/6620.2010.10005","title":"The Pattern of Allergic Contact Hand Dermatitis at a Tertiary Skin Clinic in Sarawak, Malaysia","year":2010,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Dermatology; Tertiary care; Family medicine; Allergy; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003052357,0.0003523731,0.0002990014,0.0006807,0.001124584,0.000655443,0.0004057668,0.002062125,0.003606902],"category_scores_gemma":[0.001328047,0.0003150651,0.0002291525,0.0009657039,0.000576787,0.0006532295,0.0003295672,0.001091442,0.0005564531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435922,"about_ca_system_score_gemma":0.0008752492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03158657,"about_ca_topic_score_gemma":0.05158677,"domain_scores_codex":[0.9994486,0.0001324395,0.0000799715,0.00008833587,0.00008613311,0.0001645393],"domain_scores_gemma":[0.9990113,0.0002023805,0.0003102027,0.00004223428,0.0001472087,0.0002866483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002016362,0.0001688447,0.6947141,0.0001710947,0.00003311886,0.2779577,0.001887802,0.0002372143,0.002782468,0.000269431,0.01251246,0.009064063],"study_design_scores_gemma":[0.00003485649,0.0002650441,0.6312479,0.0001822141,0.00002599421,0.3581478,0.005013231,0.0004748562,0.00036483,0.0001423152,0.004062661,0.00003837854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552307,0.001213909,0.000214972,0.01834662,0.0003219248,0.00006980821,0.0004383032,0.00005303344,0.02411077],"genre_scores_gemma":[0.9915946,0.0006193448,0.0001372343,0.004030844,0.0002915192,0.0000097492,0.00006930721,0.000007911914,0.003239439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03158657,"threshold_uncertainty_score":0.06280541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118542092470628,"score_gpt":0.2460004706011591,"score_spread":0.2348150496764529,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}